You’ve probably been there. You want to build something with AI, so you open a blank chat window. You stare at the cursor. You try to write a prompt that covers every edge case, every dependency, every possible outcome. It’s exhausting. And honestly, it’s exactly why most people give up and just resort to “vibe coding”—typing a vague sentence and hoping the AI doesn’t screw up too badly.
We’ve been taught that to get good results from AI, you need a flawless, watertight spec upfront. That’s a lie.
The most painful part of building software isn’t making decisions; it’s figuring out which decisions you need to make.
The real power move is showing up with a half-baked idea and letting the AI do the exhausting work of finding your blind spots. There’s a framework that flips the script entirely. It’s built on a few simple rules, but one of them changes everything: If a fact can be found by reading the code or checking the file system, the AI looks it up itself. It doesn’t bother you. It only stops to ask you when it needs a decision made.
I tried this recently on a messy side project. I gave the AI a deliberately vague prompt: “I want to refactor my video thumbnail tool, but I don’t know what I want it to look like.”
Instead of asking me what the tool does, it went and read the codebase itself. Then, it asked me four questions—one at a time. Aesthetics. Priorities. Long-term plans. Authorization limits.
It didn’t ask me for facts it could find; it asked me for judgment it couldn’t.
This is the exact opposite of vibe coding. When you vibe code, you outsource the decisions to the AI. It silently signs hundreds of blank checks on your behalf, and you have no idea what you agreed to until the code breaks in production.
The relief here is massive. You don’t have to think of everything upfront. You just have to be present. The AI walks down the decision tree, resolving dependencies one by one, and surfaces the exact moments where your human judgment is required. All you have to do is look at the options and say, “Use this.”
You should outsource the discovery of decisions, not the making of them.
When you force the AI to interrogate you before it writes a single line of code, you stop being a typist and start being an architect. You stop hoping the AI guessed right, and start knowing the foundation is solid.
Vibe coding is fun for a weekend prototype. But for anything that matters, you can’t afford to let the AI make decisions in the dark. Let the AI dig up the facts. You keep the authority.
FAQ
Q: Doesn't this interrogation process just slow down the coding workflow?
A: It slows down the typing, but it speeds up the shipping. You spend 10 minutes answering targeted questions instead of 10 hours debugging an AI's silent, terrible architectural decisions.
Q: How vague should my initial prompt actually be?
A: As vague as you feel. A prompt like 'I want to fix X but don't know how' is perfect. The less you write, the harder the AI works to probe your blind spots and find the gaps in your thinking.
Q: Is vibe coding actually dead?
A: For serious projects, yes. Vibe coding is just gambling with your codebase. It's fun for a prototype, but an absolute disaster for anything that needs to survive contact with real users.